Experience

  1. Research Trainee

    Brigham and Woman’s Hospital & Harvard Medical School

    Responsibilities include:

    • Studied racial bias in the heathcare system using EHR data.
    • Proposed a counterpart-based fairness metric for mortality prediction models.
    • Current working on adapting large language model to special medical needs.

  2. Algorithm Intern for AI-aided drug discovery

    XtalPi Inc.

    Responsibilities include:

    • Implemented a transformer-like architecture for retrosynthetic reaction path prediction.
    • Improved model architectures and training strategies. Refined the pipeline of reaction prediction.

Education

  1. Ph.D. in Computer Science

    Brandeis University
    • GPA: 4.0/4.0
    • Research Focus: Graph Representational Learning on Molecules, Fairness within Medical Contexts

  2. Bachelor of Mathematics

    Tsinghua University
    • GPA: 3.6/4.0
    • Advisors: Prof. Chenglong Bao and Prof. Chunping Li
    • Major focus: Mathematics, Statistics, Optimization.
    • Courses included: Statistical Inference, Numerical Analysis, Algorithm Analysis and Design, Convex Optimization.
Skills & Hobbies
Working Skills
Programming

Familiar with most Python packages such as Numpy, Pandas, Sklearn, Pytorch, Pytorch Geometric, Transformers, Diffusion, Peft, etc. Also familiar with MATLAB and R.

Research Skills

Algorithm Development, Theoretical Proof, Quantitative Analysis, Experiment Design, Interdisciplinary collaboration, Presentation, Writing and Communication.

Soft Skills

Time Management, Problem Solving, Project Management, Collaboration, Mentorship.

Hobbies
Cooking

After spending a year at home during the COVID-19 pandemic, I’ve mastered the art of becoming a chef! I enjoy cooking Chinese, Japanese, and American cuisine.

Gaming

Big fan of many anime-style games such as Genshin Impact, Honkai Star Rail, Fate Grand Order, Pokemon, and Animal Crossing. Next pull you will get a 5-star item!

Singing

Used to be a soprano in the Chorus Team of the Tsinghua University Student Art Troupe.

Languages
90%
English
100%
Chinese
20%
Japanese